{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "from IPython.core.interactiveshell import InteractiveShell\n",
    "# InteractiveShell.ast_node_interactivity = \"all\"\n",
    "InteractiveShell.ast_node_interactivity = 'last_expr'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "获取全部指数数据\n",
    "\n",
    "从数据集合中获取某一个指数数据"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "                                             \r"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>代码</th>\n",
       "      <th>名称</th>\n",
       "      <th>最新价</th>\n",
       "      <th>涨跌额</th>\n",
       "      <th>涨跌幅</th>\n",
       "      <th>昨收</th>\n",
       "      <th>今开</th>\n",
       "      <th>最高</th>\n",
       "      <th>最低</th>\n",
       "      <th>成交量</th>\n",
       "      <th>成交额</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>sh000001</td>\n",
       "      <td>上证指数</td>\n",
       "      <td>3126.3977</td>\n",
       "      <td>-73.521</td>\n",
       "      <td>-2.298</td>\n",
       "      <td>3199.9187</td>\n",
       "      <td>3189.8265</td>\n",
       "      <td>3191.8265</td>\n",
       "      <td>3126.3972</td>\n",
       "      <td>316475893</td>\n",
       "      <td>355085342918</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>sh000002</td>\n",
       "      <td>Ａ股指数</td>\n",
       "      <td>3276.1348</td>\n",
       "      <td>-77.177</td>\n",
       "      <td>-2.302</td>\n",
       "      <td>3353.3118</td>\n",
       "      <td>3342.7304</td>\n",
       "      <td>3344.8317</td>\n",
       "      <td>3276.1342</td>\n",
       "      <td>315983602</td>\n",
       "      <td>354625910185</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>sh000003</td>\n",
       "      <td>Ｂ股指数</td>\n",
       "      <td>309.6558</td>\n",
       "      <td>-3.103</td>\n",
       "      <td>-0.992</td>\n",
       "      <td>312.7584</td>\n",
       "      <td>311.6976</td>\n",
       "      <td>311.8671</td>\n",
       "      <td>308.2119</td>\n",
       "      <td>471480</td>\n",
       "      <td>373663756</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>sh000004</td>\n",
       "      <td>工业指数</td>\n",
       "      <td>2936.2752</td>\n",
       "      <td>-63.860</td>\n",
       "      <td>-2.129</td>\n",
       "      <td>3000.1356</td>\n",
       "      <td>2988.8560</td>\n",
       "      <td>2997.0266</td>\n",
       "      <td>2936.2738</td>\n",
       "      <td>172649710</td>\n",
       "      <td>241492645042</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>sh000005</td>\n",
       "      <td>商业指数</td>\n",
       "      <td>2469.5195</td>\n",
       "      <td>-76.881</td>\n",
       "      <td>-3.019</td>\n",
       "      <td>2546.4002</td>\n",
       "      <td>2540.1326</td>\n",
       "      <td>2542.3597</td>\n",
       "      <td>2469.5101</td>\n",
       "      <td>26792910</td>\n",
       "      <td>24855936067</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>523</th>\n",
       "      <td>sz399994</td>\n",
       "      <td>信息安全</td>\n",
       "      <td>1350.9930</td>\n",
       "      <td>1.873</td>\n",
       "      <td>0.139</td>\n",
       "      <td>1349.1200</td>\n",
       "      <td>1349.2160</td>\n",
       "      <td>1381.9760</td>\n",
       "      <td>1349.0480</td>\n",
       "      <td>1441115869</td>\n",
       "      <td>25294433171</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>524</th>\n",
       "      <td>sz399995</td>\n",
       "      <td>基建工程</td>\n",
       "      <td>3847.9000</td>\n",
       "      <td>-158.520</td>\n",
       "      <td>-3.957</td>\n",
       "      <td>4006.4200</td>\n",
       "      <td>4004.4680</td>\n",
       "      <td>4004.9070</td>\n",
       "      <td>3847.9000</td>\n",
       "      <td>1959157076</td>\n",
       "      <td>11725278852</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>525</th>\n",
       "      <td>sz399996</td>\n",
       "      <td>智能家居</td>\n",
       "      <td>2522.4320</td>\n",
       "      <td>-49.109</td>\n",
       "      <td>-1.910</td>\n",
       "      <td>2571.5410</td>\n",
       "      <td>2567.2170</td>\n",
       "      <td>2585.1030</td>\n",
       "      <td>2522.4320</td>\n",
       "      <td>1737740339</td>\n",
       "      <td>32552685025</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>526</th>\n",
       "      <td>sz399997</td>\n",
       "      <td>中证白酒</td>\n",
       "      <td>14714.4410</td>\n",
       "      <td>-359.853</td>\n",
       "      <td>-2.387</td>\n",
       "      <td>15074.2940</td>\n",
       "      <td>15011.1610</td>\n",
       "      <td>15105.4700</td>\n",
       "      <td>14714.4410</td>\n",
       "      <td>119424096</td>\n",
       "      <td>13898405723</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>527</th>\n",
       "      <td>sz399998</td>\n",
       "      <td>中证煤炭</td>\n",
       "      <td>2550.0390</td>\n",
       "      <td>-129.269</td>\n",
       "      <td>-4.825</td>\n",
       "      <td>2679.3080</td>\n",
       "      <td>2647.8880</td>\n",
       "      <td>2686.8090</td>\n",
       "      <td>2547.5440</td>\n",
       "      <td>1966788520</td>\n",
       "      <td>19057276834</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>528 rows × 11 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "           代码    名称         最新价      涨跌额    涨跌幅          昨收          今开  \\\n",
       "0    sh000001  上证指数   3126.3977  -73.521 -2.298   3199.9187   3189.8265   \n",
       "1    sh000002  Ａ股指数   3276.1348  -77.177 -2.302   3353.3118   3342.7304   \n",
       "2    sh000003  Ｂ股指数    309.6558   -3.103 -0.992    312.7584    311.6976   \n",
       "3    sh000004  工业指数   2936.2752  -63.860 -2.129   3000.1356   2988.8560   \n",
       "4    sh000005  商业指数   2469.5195  -76.881 -3.019   2546.4002   2540.1326   \n",
       "..        ...   ...         ...      ...    ...         ...         ...   \n",
       "523  sz399994  信息安全   1350.9930    1.873  0.139   1349.1200   1349.2160   \n",
       "524  sz399995  基建工程   3847.9000 -158.520 -3.957   4006.4200   4004.4680   \n",
       "525  sz399996  智能家居   2522.4320  -49.109 -1.910   2571.5410   2567.2170   \n",
       "526  sz399997  中证白酒  14714.4410 -359.853 -2.387  15074.2940  15011.1610   \n",
       "527  sz399998  中证煤炭   2550.0390 -129.269 -4.825   2679.3080   2647.8880   \n",
       "\n",
       "             最高          最低         成交量           成交额  \n",
       "0     3191.8265   3126.3972   316475893  355085342918  \n",
       "1     3344.8317   3276.1342   315983602  354625910185  \n",
       "2      311.8671    308.2119      471480     373663756  \n",
       "3     2997.0266   2936.2738   172649710  241492645042  \n",
       "4     2542.3597   2469.5101    26792910   24855936067  \n",
       "..          ...         ...         ...           ...  \n",
       "523   1381.9760   1349.0480  1441115869   25294433171  \n",
       "524   4004.9070   3847.9000  1959157076   11725278852  \n",
       "525   2585.1030   2522.4320  1737740339   32552685025  \n",
       "526  15105.4700  14714.4410   119424096   13898405723  \n",
       "527   2686.8090   2547.5440  1966788520   19057276834  \n",
       "\n",
       "[528 rows x 11 columns]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from warnings import simplefilter\n",
    "simplefilter(action='ignore', category=FutureWarning)\n",
    "import akshare as ak\n",
    "\n",
    "# 新浪财经-中国股票指数数据\n",
    "stock_zh_index_spot_df = ak.stock_zh_index_spot()\n",
    "stock_zh_index_spot_df\n",
    "# stock_zh_index_spot_df.to_csv('新浪财经-中国股票指数数据全部指数.csv')\n",
    "stock_zh_index_spot_df.query(\"代码.str.startswith('sh000905')\", engine='python')\n",
    "stock_zh_index_spot_df.query(\"名称 == '中证500'\")\n",
    "\n",
    "\n",
    "type(stock_zh_index_spot_df.query(\"代码 == 'sh000905'\")['最新价'])\n",
    "stock_zh_index_spot_df.query(\"代码 == 'sh000905'\")['最新价']\n",
    "stock_zh_index_spot_df.query(\"代码 == 'sh000905'\")['最新价'].values[0]\n",
    "stock_zh_index_spot_df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "简单地画一个指数走势图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import akshare as ak\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "plt.style.use('default') #坐标轴使用默认(白色)背景\n",
    "plt.rcParams[\"font.sans-serif\"]=[\"SimHei\"] #设置字体\n",
    "plt.rcParams[\"axes.unicode_minus\"]=False #该语句解决图像中的“-”负号的乱码问题\n",
    "\n",
    "symbol=\"sh000905\"\n",
    "stock_zh_index_daily_df = ak.stock_zh_index_daily(symbol=symbol)\n",
    "\n",
    "fig = plt.figure()\n",
    "ax = fig.add_axes([0.1, 0.1, 0.9, 0.9])\n",
    "ax.set_title(symbol + '走势图')\n",
    "ax.set_xlabel('date')\n",
    "ax.set_ylabel('close')\n",
    "ax.plot(stock_zh_index_daily_df['date'], stock_zh_index_daily_df['close'])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "画2个走势图，一个沪深300，一个中证500"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, '沪深300中证500走势图')"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "Text(0.5, 0, '日期')"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, '点数')"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x241a9519fa0>]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x241a92cc790>]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x241a92cc730>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import akshare as ak\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "plt.style.use('default') #坐标轴使用默认(白色)背景\n",
    "plt.rcParams[\"font.sans-serif\"]=[\"SimHei\"] #设置字体\n",
    "plt.rcParams[\"axes.unicode_minus\"]=False #该语句解决图像中的“-”负号的乱码问题\n",
    "\n",
    "symbol300=\"sh000300\"\n",
    "symbol500=\"sh000905\"\n",
    "symbol300_daily_df = ak.stock_zh_index_daily(symbol=symbol300)\n",
    "symbol500_daily_df = ak.stock_zh_index_daily(symbol=symbol500)\n",
    "\n",
    "fig = plt.figure()\n",
    "ax = fig.add_axes([0.1, 0.1, 0.9, 0.9])\n",
    "ax.set_title('沪深300中证500走势图')\n",
    "ax.set_xlabel('日期')\n",
    "ax.set_ylabel('点数')\n",
    "ax.plot(symbol300_daily_df['date'], symbol300_daily_df['close'])\n",
    "ax.plot(symbol500_daily_df['date'], symbol500_daily_df['close'])\n",
    "\n",
    "#绘制图例\n",
    "fig.legend(labels = ('沪深300','中证500'), loc='upper right')\n",
    "\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3.9.12 ('base')",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.12"
  },
  "orig_nbformat": 4,
  "vscode": {
   "interpreter": {
    "hash": "ad2bdc8ecc057115af97d19610ffacc2b4e99fae6737bb82f5d7fb13d2f2c186"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
